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ICU staffing feature phenotypes and their relationship with patients' outcomes: an unsupervised machine learning analysis.
Zampieri FG, Salluh JIF, Azevedo LCP, Kahn JM, Damiani LP, Borges LP, Viana WN, Costa R, Corrêa TD, Araya DES, Maia MO, Ferez MA, Carvalho AGR, Knibel MF, Melo UO, Santino MS, Lisboa T, Caser EB, Besen BAMP, Bozza FA, Angus DC, Soares M; ORCHESTRA Study Investigators. Zampieri FG, et al. Among authors: melo uo. Intensive Care Med. 2019 Nov;45(11):1599-1607. doi: 10.1007/s00134-019-05790-z. Epub 2019 Oct 8. Intensive Care Med. 2019. PMID: 31595349
Characteristics and outcomes of autologous hematopoietic stem cell transplant recipients admitted to intensive care units: A multicenter study.
Nassar AP Jr, Archanjo LVF, Ranzani OT, Zampieri FG, Salluh JIF, Cavalcanti GFR, Moreira CEN, Viana WN, Costa R, Melo UO, Roderjan CN, Correa TD, de Almeida SLS, Azevedo LCP, Maia MO, Cravo VS, Bozza FA, Caruso P, Soares M. Nassar AP Jr, et al. Among authors: melo uo. J Crit Care. 2022 Oct;71:154077. doi: 10.1016/j.jcrc.2022.154077. Epub 2022 May 27. J Crit Care. 2022. PMID: 35636348
Clinical Characteristics and In-Hospital Mortality of Cardiac Arrest Survivors in Brazil: A Large Retrospective Multicenter Cohort Study.
Kurtz P, Storm C, Soares M, Bozza F, Maciel CB, Greer DM, Bastos LSL, Melo U, Mazza B, Santino MS, Seabra Lannes R, de Moraes APP, Passos JT, Moralez GM, Santos RC, Machado MM, Saturnino SF, Mendes CL, Oswaldo Vianna A, Salluh J. Kurtz P, et al. Crit Care Explor. 2021 Jul 14;3(7):e0479. doi: 10.1097/CCE.0000000000000479. eCollection 2021 Jul. Crit Care Explor. 2021. PMID: 34345824 Free PMC article.